Title :
Effectiveness of tuning of pheromone trail lifetime in attraction of robot swarm
Author :
Fujisawa, Ryusuke ; Shimizu, Yusuke ; Matsuno, Fumitoshi
Author_Institution :
Dept. of Mech. Eng., Hachinohe Inst. of Tech., Hachinohe, Japan
Abstract :
We focus on swarm behavior of ants. They communicate with each other using pheromone. They forage food using pheromone trail to attract many ants to foods. They also realize adaptive foraging by adjusting the property of the pheromone trail according to changes in the environment. It is effective to apply the swarm behavioral mechanism to the robotics. We propose adjustment method of the trail duration time based on the food quantity. We obtained simulation and experimental results that the proposed adjustment of the trail duration time is effective.
Keywords :
mobile robots; optimisation; adaptive foraging; adjustment method; food quantity; pheromone trail lifetime tuning; robot swarm; swarm behavioral mechanism; trail duration time; Collision avoidance; Light emitting diodes; Robots;
Conference_Titel :
System Integration (SII), 2011 IEEE/SICE International Symposium on
Conference_Location :
Kyoto
Print_ISBN :
978-1-4577-1523-5
DOI :
10.1109/SII.2011.6147534